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mountains-high's Projects

spikingjelly icon spikingjelly

SpikingJelly is an open-source deep learning framework for Spiking Neural Network (SNN) based on PyTorch.

stbp-simple icon stbp-simple

A simple direct training implement for SNNs using Spatio-Temporal Backpropagation

stbp-train-and-compression icon stbp-train-and-compression

STBP is a way to train SNN with datasets by Backward propagation.Using this Repositories allows you to train SNNS with STBP and quantize SNNS with QAT to deploy to neuromorphological chips like Loihi and Tianjic.

torchdistill icon torchdistill

A coding-free framework built on PyTorch for reproducible deep learning studies. 🏆20 knowledge distillation methods presented at CVPR, ICLR, ECCV, NeurIPS, ICCV, etc are implemented so far. 🎁 Trained models, training logs and configurations are available for ensuring the reproducibiliy and benchmark.

torchga icon torchga

Train PyTorch Models using the Genetic Algorithm with PyGAD

torchsample icon torchsample

High-Level Training, Data Augmentation, and Utilities for Pytorch

tssl-bp icon tssl-bp

Pytorch implementation of TSSL-BP rule for Deep Spiking Neural Networks.

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